公开(公告)号：US20190228306A1

公开(公告)日：2019-07-25

申请号：US16254128

申请日：2019-01-22

申请人： STATS LLC

发明人： Paul Power ,  Jennifer Hobbs ,  Patrick Lucey

IPC分类号： G06N3/08 ,  G06N20/00

摘要： A method of identifying a defensive alignment and an offensive alignment in a set-piece is disclosed herein. A computing system receives one or more streams of tracking data. The computing system identifies a set-piece contained in the one or more streams of tracking data. The computing system identifies a defensive alignment of a first team and an offensive alignment of a second team. The computing system extracts, via a convolutional neural network, one or more features corresponding to a type of defensive alignment implemented by the first team by passing the set-piece through the convolutional neural network. The computing system scans the set-piece, via a machine learning algorithm, to identify one or more features indicative of a type of offensive alignment implemented by the second team. The computing system infers the type of defensive alignment implemented by the first team.